The ocean breeze rustled through the palm trees, carrying with it the scent of salt and sunshine. Daniel sat on the porch swing, the rhythmic creak of the chains a soothing melody. He had returned to his grandmother's beach house, the familiar surroundings a balm to his soul.

He was charged with cleaning out the attic, a task he'd been putting off. He found a forgotten trunk in a corner. He opened the trunk, his eyes widening in surprise. Inside were all his school papers.

He saw his math tests, his science projects, his creative writing assignments. His grandmother had kept every single one. He leaned back in the swing, feeling… protected. The world felt far away.

Emotion: safe

Cluster: Calm / Serenity
PC1 (Valence): 1.86 Positive
PC2 (Disposition): -2.55

Role in Research

This story is one of 1,000 stories generated for the emotion safe. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 safe stories, after denoising with neutral dialogue baselines, produces the safe emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the safe vector is projected through the unembedding matrix.

Promoted:
soon0.402
affectionately0.357
disfrut0.329
необходи0.325
🥰0.317
Suppressed:
S-0.474
C-0.416
L-0.408
worse-0.379
even-0.370